{"id":"W6977506345","doi":"10.6084/m9.figshare.26065459","title":"Insulin Icodec: First Approval","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insulin; Diabetes mellitus; Informed consent; Human insulin; Basal insulin; Control (management); Drug; Drug approval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01505088,0.001072393,0.002629531,0.002383964,0.00216352,0.007748132,0.002954238,0.007624701,0.4008802],"category_scores_gemma":[0.07104403,0.00094439,0.001471432,0.001680096,0.001322622,0.003032658,0.002490862,0.004685692,0.2682304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456565,"about_ca_system_score_gemma":0.01492007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156103,"about_ca_topic_score_gemma":0.00184338,"domain_scores_codex":[0.9801731,0.005692396,0.002335082,0.002172044,0.007944858,0.001682731],"domain_scores_gemma":[0.9322765,0.005787957,0.003379938,0.008308214,0.04417864,0.006068634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005742955,0.00005655244,0.0001835622,0.0009684294,0.00002624105,0.0002503926,0.0001262274,0.00003097039,0.0007192189,0.004415172,0.9390727,0.05357611],"study_design_scores_gemma":[0.0003723565,0.00007510765,0.00035806,0.001089381,0.0000186112,0.0005187286,0.00007282432,0.00009253653,0.0004600498,0.001019343,0.9959111,0.00001197543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00452678,0.01674719,0.02364492,0.06106072,0.07582622,0.03917309,0.05309065,0.009619642,0.7163108],"genre_scores_gemma":[0.04748582,0.01669616,0.03132999,0.05685186,0.03873766,0.04432457,0.06422093,0.006632242,0.6937208],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4008802,"threshold_uncertainty_score":0.8545716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04583244351621938,"score_gpt":0.2362310953225729,"score_spread":0.1903986518063536,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}